arxivcs.LG2026-07-03
Heterogeneous Graph Condensation via Role-Aware Clustering
Heterogeneous Graph Neural Networks (HGNNs) have exhibited remarkable efficacy in modeling complex systems with multiple types of nodes and relations, yet their training on large-scale heterogeneous graphs remains computationally prohibitive. Although graph condensation methods c…